Why Are Swap Gates Used in Quantum Fourier Transform Circuits?

Click For Summary
SUMMARY

The discussion centers on the use of swap gates in Quantum Fourier Transform (QFT) circuits, specifically addressing their role in reversing the order of qubits. The QFT's output typically presents qubits in reverse order, transitioning between big-endian and little-endian formats. This swap facilitates a consistent interpretation of the output, aligning it with the conventional definition of the discrete Fourier transform, where F(1) corresponds to the lowest non-zero frequency. The clarification provided indicates that the amplitude of the state 10010 corresponds to the 9/N frequency, correcting an earlier misstatement regarding the 7/N frequency.

PREREQUISITES
  • Understanding of Quantum Fourier Transform (QFT)
  • Familiarity with qubit representation and endian-ness
  • Knowledge of discrete Fourier transform principles
  • Experience with quantum circuit design
NEXT STEPS
  • Study the implementation of Quantum Fourier Transform circuits in Qiskit
  • Explore the concept of endian-ness in quantum computing
  • Learn about the discrete Fourier transform and its applications
  • Investigate the role of swap gates in quantum algorithms
USEFUL FOR

Quantum computing enthusiasts, researchers in quantum algorithms, and practitioners designing quantum circuits who seek to understand the intricacies of QFT and qubit manipulation.

jimmycricket
Messages
115
Reaction score
2
I'm currently working through Nielsen & Chuang's section on the circuit design for implementing the QFT. I'm confused as to why swap gates are used in the model to swap the order of qubits. Heres what I'm looking at http://www.johnboccio.com/research/quantum/notes/QC10th.pdf page 247 figure 5.1
Can anybody help?
 
Last edited by a moderator:
Physics news on Phys.org
jimmycricket said:
I'm currently working through Nielsen & Chuang's section on the circuit design for implementing the QFT. I'm confused as to why swap gates are used in the model to swap the order of qubits. Heres what I'm looking at http://www.johnboccio.com/research/quantum/notes/QC10th.pdf page 247 figure 5.1
Can anybody help?

Here's a blog post about the QFT with some puzzles in a circuit simulator.

The basic reason is that the QFT's output has the qubits in the reverse order of what you typically want. It switches you from big-endian bits to little-endian bits (or vice versa), so that the amplitude of the state 10010 corresponds to the 7/N frequency instead of the 18/N frequency (or vice-versa).

You don't have to swap them back into the right order, it just makes it easier to think about the QFT when used as a tool because you're keeping the endian-ness consistent. It makes the result match the usual definition of the discrete Fourier transform, where F(1) corresponds to the lowest non-zero frequency (instead of what F(N-1) corresponds to).
 
Last edited by a moderator:
  • Like
Likes   Reactions: jimmycricket
Strilanc said:
Here's a blog post about the QFT with some puzzles in a circuit simulator.

The basic reason is that the QFT's output has the qubits in the reverse order of what you typically want. It switches you from big-endian bits to little-endian bits (or vice versa), so that the amplitude of the state 10010 corresponds to the 7/N frequency instead of the 18/N frequency (or vice-versa).

You don't have to swap them back into the right order, it just makes it easier to think about the QFT when used as a tool because you're keeping the endian-ness consistent. It makes the result match the usual definition of the discrete Fourier transform, where F(1) corresponds to the lowest non-zero frequency (instead of what F(N-1) corresponds to).

Thats cleared that up, Thanks
 
Strilanc said:
Here's a blog post about the QFT with some puzzles in a circuit simulator.

The basic reason is that the QFT's output has the qubits in the reverse order of what you typically want. It switches you from big-endian bits to little-endian bits (or vice versa), so that the amplitude of the state 10010 corresponds to the 7/N frequency instead of the 18/N frequency (or vice-versa).
Do you mean the 9/N frequency not 7/N. Am I right in saying the qubits in your example reversed would read 01001=9?
 
jimmycricket said:
Do you mean the 9/N frequency not 7/N. Am I right in saying the qubits in your example reversed would read 01001=9?

Yeah, my mistake.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 16 ·
Replies
16
Views
4K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 2 ·
Replies
2
Views
6K